Pith Number

pith:ESQBVP6W

pith:2019:ESQBVP6WZX32RFALRUD37WAWDQ

not attested not anchored not stored refs pending

Emergence of Compositional Language with Deep Generational Transmission

Devi Parikh, Dhruv Batra, Jiasen Lu, Michael Cogswell, Stefan Lee

arxiv:1904.09067 v2 · 2019-04-19 · cs.LG · cs.AI · cs.CL · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ESQBVP6WZX32RFALRUD37WAWDQ}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Gradient-Based Program Synthesis with Neurally Interpreted Languages

Receipt and verification

First computed	2026-07-05T01:06:17.722589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24a01abfd6cdf7a8940b8d07bfd8161c3163854e451a805d77670de4234b0429

Aliases

arxiv: 1904.09067 · arxiv_version: 1904.09067v2 · doi: 10.48550/arxiv.1904.09067 · pith_short_12: ESQBVP6WZX32 · pith_short_16: ESQBVP6WZX32RFAL · pith_short_8: ESQBVP6W

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ESQBVP6WZX32RFALRUD37WAWDQ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 24a01abfd6cdf7a8940b8d07bfd8161c3163854e451a805d77670de4234b0429

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dc03cdf54e3680df3590463ce5d85e4b8f6f2588d64145cf90b81ee77b07c51",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-19T04:09:12Z",
    "title_canon_sha256": "1ecfbe8ff3649b10fd4eae7e390267460103ce5b6bd437dd6cd70de5d8146153"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09067",
    "kind": "arxiv",
    "version": 2
  }
}